Abstract
An intelligent control of traffic flows under conditions of incomplete information is considered. A method for constructing a model of traffic flows control based on the controlled networks theory is described. The optimal control problem is formulated. The control is searched as a program for traffic lights switching at intersections. The search for the optimal control is performed by the variational genetic algorithm. An example of solving the problem for a road network consisting of four intersections is given.
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Acknowledgment
Research was partially supported by the Russian Foundation for Basic Research, project No 19-08-01047-a.
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Sofronova, E., Diveev, A. (2021). Intelligent Control of Traffic Flows Under Conditions of Incomplete Information. In: Arai, K., Kapoor, S., Bhatia, R. (eds) Intelligent Systems and Applications. IntelliSys 2020. Advances in Intelligent Systems and Computing, vol 1252. Springer, Cham. https://doi.org/10.1007/978-3-030-55190-2_6
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DOI: https://doi.org/10.1007/978-3-030-55190-2_6
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